Adi Polak is Vice President of Developer Experience at Treeverse, a machine learning and data systems expert with a passion for building a better world through open collaboration. Adi brings her industry knowledge and research experience to educate and help teams design, architect, and build cost-effective data systems and machine learning pipelines with scalability, expertise, and business goals in mind. She is the author of "Machine Learning With Apache Spark," a frequent worldwide presenter, and a proud Databricks ambassador who emphasizes the importance of effective KPIs and collaboration for success. Adi was nominated as one of the 25 influential women in software development by Apiumhub in 2019 and was a senior manager for Azure at Microsoft, where she focused on building advanced analytics systems and modern architectures. Join us as we dive into Adi's insights and experiences in the world of AI.

💡 In this episode...

Adi Polak shares her experiences and insights on technical education accessibility, implementing research findings for companies, practical considerations for machine learning, applying software engineering practices to data science, and improving team management. She also discusses her personal insights on machine learning with Apache Spark and beyond, deploying and scaling machine learning models in production, customizing deep learning models, emphasizing the importance of data in machine learning, prioritizing scaling of data architectures and services, and scaling AI infrastructures for customer satisfaction. Adi emphasizes the importance of effective KPIs and collaboration for success.

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